A Study on Evolutionary Design in Balancing Morphology and Intelligence of Robotic Systems

Journal of Robotics and Mechatronics

Volumn 12, Issue 2, 2000, Pages 180-189

  Kikuchi, Kohki ^a   Hara, Fumio ^a  

^a TOKYO UNIVERSITY OF SCIENCE   (Japan)

Author keywords

Emerged function; Evolutionary design; Intelligence; Morphology; Robotic system

Indexed keywords

DESIGN; GENETIC ALGORITHMS; GENETIC PROGRAMMING; INTELLIGENT ROBOTS; ROBOT PROGRAMMING;

EMERGED FUNCTION; EVOLUTIONARY DESIGN; INTELLIGENCE; PHYSICAL INTERACTIONS; ROBOTIC BEHAVIOR; ROBOTIC SYSTEMS; SENSOR POSITION; STRUCTURAL CHARACTERISTICS; SYSTEM CHARACTERISTICS; VISUAL SENSOR;

MORPHOLOGY;

EID: 0000780342     PISSN: 09153942     EISSN: 18838049     Source Type: Journal    
DOI: 10.20965/jrm.2000.p0180     Document Type: Article

References (22)

1. C.G.Langton, "Artificial Life II", Add¡son-Wesley Publishing Company (1992).
2. D.B.Fogel, "Evolutionary Computation", IEEE Press. (1995).
3. J.H.Holland, "Adaptation in Natural and Artificial Systems", Univ. of Michigan Press (1975).
4. J.R.Koza, "Genetic Programming: On the Programming of Computers by Means of Natural Selection", ISBN, MIT Press, Cambridge, Massachusetts (1992).
5. J.Koza, "Cenetic Programming 11: Automatic Discoveryof Reusable Problems", ISBN, MIT Press, Cambridge, Massachusetts (1994).
6. D.E. Rumclhart, J.L. McCelelland and PDP Research Group, "Parallel Distributed Processing 1, 2", The MIT Press, Parallel (1989).
7. J.H. Connel and S. Mahadevan, editors, "Robot Learning", Klu-wer Academic Publishers (1993).
8. T. l!o., H. Iba and M. Kimura, Robustness of Robot Programmings Generated by Genetic Programming, in Genetic Programming (GP96), MIT Press, pp.321-326 (1996).
9. I. Harvey, P. Husbands and D. Cliff, "Issues in Evolutionary Robotics, From animals to Animates 2", Proc. Of the 2nd International Conf. on Simulation of Adaptive Behavior, pp.364-373 (1993).
10. T. Nakamura and M. Asada, Stereo Sketch, "Stereo Vsion-Based Target Reaching Behavior Acquisition with Occlusion Detection and Avoidance”, Proc. of IEEE Int. Conf. on Robotics and Automation, pp.1314-1319 (1996).
11. M. Asada, S. Noda, S. Tawaratsumida and KHosoda, "Vision-Based Reinforcement Learning for Purposive Behavior Ac-quision", Proc. Of IEEE Int. Conf. on Robotics and Automation, pp. 146-153 (1995).
12. CJ.C.H. Watkins, "Learning from Delayed Rewards”, Ph. D. Thesis, King’s College, University of Cambridge (1989).
13. K. Sims, "Evolving 3D Morphology and Behavior by Competition", Artificial Life 4, MIT Press, pp.28-39 (1994).
14. J. Ventrella, "Exploration in the Emergence of Morphology and Locomotion Behavior in Animated Characters", Artificial Life 4, MIT Press, pp.436-441 (1994).
15. K.Kikuchi and F. Hara, "Evolutionary Design of Morphology and Intelligence in Robotic System Using Genetic Programming", From Animals to Animate 5: Fifth International Conf. of the Society for Adaptive Behavior 98, pp.540-545 (1998).
16. K.Kikuchi and F. Hara, "Evolutionary Design Method of Morphology and Intelligence in Autonomous Mechanical System (2nd Report, Generality and Inner-Structural Characters of Morphology/Intelligence)", JSME, C, Vol.65, No.638, pp.40324039 (1999) (in Japanese).
17. K.Kikuchi and F. Hara, "Evolutionary Design Method of Morphology and Intelligence in Autonomous Mechanical System", JSME, C, Vfol.65, No.631, pp.1045-1053 (1999) (in Japanese)
18. C.W. Reynolds, "An Evolved Vision-Based Behavioral Model of ¢¾¢*
19. J. Rissanen, "Modeling by Shortest Data Description", Automat-ica, Vol. 14, pp.465-471, (1978).
20. J. Rissanen, "Stochastic Complexity in Statistical Inquiry", World Scientific, Series in Comp. Sci., Vol. 15 (1989).
21. K.E. Kinnear Jr., "Generality and Difficulty in Genetic Programming: Evolving a Sort", in Proc. Of the 5th International Conf. on Genetic Algorithms, pp.287-294 (1993).
22. Guy L. Steel Jr., "Common Lisp Language", second edition, ISBN 1-55558-042-4, Digital Press (1990).